Zusheng Zhang

Tree-Structured Topic Modeling with Nonparametric Neural Variational Inference

Topic modeling has been widely used for discovering the latent semantic structure of documents, but most existing methods learn topics with a flat structure. Although probabilistic models can generate topic hierarchies by introducing nonparametric priors like Chinese restaurant process, such methods…